Triple

T15866113
Position Surface form Disambiguated ID Type / Status
Subject French battleship Bouvet E384717 entity
Predicate builder P3143 FINISHED
Object Ateliers et Chantiers de la Loire
Ateliers et Chantiers de la Loire was a major French shipbuilding company known for constructing warships and commercial vessels for the French Navy and international clients.
E1181788 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Ateliers et Chantiers de la Loire | Statement: [French battleship Bouvet, builder, Ateliers et Chantiers de la Loire]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ateliers et Chantiers de la Loire
Context triple: [French battleship Bouvet, builder, Ateliers et Chantiers de la Loire]
  • A. Versailles-Chantiers
    Versailles-Chantiers is a major railway station in Versailles, France, serving as an important suburban and regional transport hub in the Paris metropolitan area.
  • B. Ateliers et Chantiers de Bretagne
    Ateliers et Chantiers de Bretagne was a French shipbuilding company based in Nantes, known for constructing both military and civilian vessels.
  • C. Chantiers de Penhoët
    Chantiers de Penhoët was a historic French shipyard based in Saint-Nazaire, known for building major ocean liners and warships before evolving into the modern Chantiers de l’Atlantique.
  • D. Atelier du Midi
    Atelier du Midi is the French name for Vincent van Gogh’s “Studio of the South,” his envisioned artistic haven in Arles where he hoped to form a community of painters.
  • E. Société d’Arcueil
    Société d’Arcueil was an early 19th-century French scientific society and research circle centered in Arcueil, known for advancing experimental physics and chemistry through collaboration among leading scientists.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ateliers et Chantiers de la Loire
Triple: [French battleship Bouvet, builder, Ateliers et Chantiers de la Loire]
Generated description
Ateliers et Chantiers de la Loire was a major French shipbuilding company known for constructing warships and commercial vessels for the French Navy and international clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ateliers et Chantiers de la Loire
Target entity description: Ateliers et Chantiers de la Loire was a major French shipbuilding company known for constructing warships and commercial vessels for the French Navy and international clients.
  • A. Versailles-Chantiers
    Versailles-Chantiers is a major railway station in Versailles, France, serving as an important suburban and regional transport hub in the Paris metropolitan area.
  • B. Ateliers et Chantiers de Bretagne
    Ateliers et Chantiers de Bretagne was a French shipbuilding company based in Nantes, known for constructing both military and civilian vessels.
  • C. Chantiers de Penhoët
    Chantiers de Penhoët was a historic French shipyard based in Saint-Nazaire, known for building major ocean liners and warships before evolving into the modern Chantiers de l’Atlantique.
  • D. Atelier du Midi
    Atelier du Midi is the French name for Vincent van Gogh’s “Studio of the South,” his envisioned artistic haven in Arles where he hoped to form a community of painters.
  • E. Société d’Arcueil
    Société d’Arcueil was an early 19th-century French scientific society and research circle centered in Arcueil, known for advancing experimental physics and chemistry through collaboration among leading scientists.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86da4e86481909f1325fdc971b5ec completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e1555f75e88190bfd0f551d4ccf4cc completed April 16, 2026, 9:32 p.m.
NED1 Entity disambiguation (via context triple) batch_69ffa947ba3881909c602f2fc60dd6e8 completed May 9, 2026, 9:38 p.m.
NEDg Description generation batch_69ffa9d6ae788190864b77b787f647eb completed May 9, 2026, 9:40 p.m.
NED2 Entity disambiguation (via description) batch_69ffaa973274819080889e1b9883b8dc completed May 9, 2026, 9:43 p.m.
Created at: April 10, 2026, 4:50 a.m.